The graph represents a network of 471 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 00:42 UTC.
The requested start date was Saturday, 25 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 83-day, 17-hour, 20-minute period from Thursday, 01 July 2021 at 20:47 UTC to Thursday, 23 September 2021 at 14:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 471
Unique Edges : 379
Edges With Duplicates : 682
Total Edges : 1061
Number of Edge Types : 5
Retweet : 276
MentionsInRetweet : 449
Mentions : 199
Tweet : 130
Replies to : 7
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.0505415162454874
Reciprocated Edge Ratio : 0.0962199312714777
Connected Components : 96
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 175
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.717816
Graph Density : 0.00262908253150833
Modularity : 0.536399
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 471 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 00:42 UTC.
The requested start date was Saturday, 25 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 83-day, 17-hour, 20-minute period from Thursday, 01 July 2021 at 20:47 UTC to Thursday, 23 September 2021 at 14:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : scienceed
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[36] scientific,thinking [36] joanholub,lkellerbooks [35] last,day [35] day,swimming [35] swimming,toward [35] toward,#backtoschool [35] #backtoschool,enter [35] enter,win [35] win,shark [35] shark,bookplate Top Word Pairs in Tweet in G1:
[34] scientific,thinking [34] thinking,essential [33] report,recommends [33] recommends,actions [32] essential,students [32] students,those [32] those,pursuing [32] pursuing,science [32] science,careers [32] careers,report Top Word Pairs in Tweet in G2:
[36] joanholub,lkellerbooks [35] last,day [35] day,swimming [35] swimming,toward [35] toward,#backtoschool [35] #backtoschool,enter [35] enter,win [35] win,shark [35] shark,bookplate [35] bookplate,signed Top Word Pairs in Tweet in G3:
[14] congrats,editors [14] editors,editor_ies [14] editor_ies,gen [14] gen,ed [14] ed,drtonyhall [14] drtonyhall,esai_irl [14] esai_irl,colleagues [14] colleagues,whose [14] whose,researchatnuig [14] researchatnuig,features Top Word Pairs in Tweet in G4:
[4] #scichat,#scienceed [2] #scienceed,#bisdscience [2] #science,#scienceed [2] use,prizes [2] #scienceed,#scienceteachers [2] lab,report Top Word Pairs in Tweet in G5:
[9] facilitating,storytelling [8] science,education [8] sign,storycollider's [7] ireland,highest [7] highest,level [7] level,acceptance [7] acceptance,need [7] need,vaccinated [7] vaccinated,eu [7] differentiate,twins Top Word Pairs in Tweet in G6:
[4] great,example [4] example,#datavisualization [4] #datavisualization,need [4] need,journalists [4] journalists,scientists [4] scientists,connect [4] connect,dots [4] dots,help [4] help,make [4] make,sense Top Word Pairs in Tweet in G7:
[4] #scienceed,#stem [2] #space,#science [2] #science,#scienceed [2] #stem,#xientifica [2] 50,gorgeous [2] gorgeous,photos [2] photos,outer [2] outer,space [2] space,cbsnews [2] cbsnews,#scienceed Top Word Pairs in Tweet in G8:
[4] einstein,'wrong' [4] 'wrong',science [4] science,teacher [4] teacher,physicshigh [4] physicshigh,gordeauz [4] gordeauz,yours [4] yours,truly [3] mƒa,summer [3] summer,reading [3] reading,list Top Word Pairs in Tweet in G9:
[7] #paemst,#nbct [7] #nbct,#edchat [7] #edchat,#pblchat [6] #scienceed,#stem [5] #elemchat,#scichat [5] #stem,#homeschooling [5] brooke_teller,nbctsue [5] #scichat,#edtechchat [5] #edtechchat,#scienceed [4] #printables,#lessonplans Top Word Pairs in Tweet in G10:
[11] brains,work [9] work,today's [9] today's,question [5] braintasticsci,brains [4] #scienceed,more [4] more,11am [4] see,older [4] older,videos [4] videos,watch [4] watch,class Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: